Simulating Fuzzy Systems

James J. Buckley (Autor)

Buch | Softcover

XII, 208 Seiten

2014
Springer Berlin (Verlag)
978-3-642-42534-9 (ISBN)

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Simulating Fuzzy Systems demonstrates how many systems naturally become fuzzy systems and shows how regular (crisp) simulation can be used to estimate the alpha-cuts of the fuzzy numbers used to analyze the behavior of the fuzzy system. This monograph presents a concise introduction to fuzzy sets, fuzzy logic, fuzzy estimation, fuzzy probabilities, fuzzy systems theory, and fuzzy computation. It also presents a wide selection of simulation applications ranging from emergency rooms to machine shops to project scheduling, showing the varieties of fuzzy systems.

Fuzzy Sets.- Fuzzy Estimation.- Fuzzy Probability Theory.- Fuzzy Systems Theory.- Simulation.- Queuing I: One-Step Calculations.- Simulation Optimization.- Queuing II: No One-Step Calculations.- Call Center Model.- Machine Shop I.- Machine Shop II.- Emergency Room Model.- Machine Servicing Problem.- Life Insurance: New Account Model.- Inventory Control I.- Inventory Control II.- Oil Tanker Problem.- Priority Queues.- Optimizing a Production Line.- Supermarket Model.- Bank Teller Problem.- A Bus Stop.- Process Failure/Spare Parts Problem.- Preemptive Service.- Project Network Model.- Summary and Conclusions.- Simulation Programs.

Erscheint lt. Verlag	25.11.2014
Reihe/Serie	Studies in Fuzziness and Soft Computing
Zusatzinfo	XII, 208 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	349 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Algebra
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
Schlagworte	fuzzy • Fuzzy Set • fuzzy system • linear optimization • Logic • Model • Optimization • Simulation • Systems Theory
ISBN-10	3-642-42534-8 / 3642425348
ISBN-13	978-3-642-42534-9 / 9783642425349
Zustand	Neuware